Fabric defect detection using the improved YOLOv3 model

• Published in: Journal of engineered fibers and fabrics Vol. 15
• Main Authors: Jing, Junfeng, Zhuo, Dong, Zhang, Huanhuan, Liang, Yong, Zheng, Min
• Format: Journal Article
• Language: English
• Published: London, England SAGE Publications 2020
• Subjects: YOLO; priori box; Fabric defect detection; information fusion; error detection rate

To improve the detection rate of defect and the fabric product quality, a higher real-time performance fabric defect detection method based on the improved YOLOv3 model is proposed. There are two key steps: first, on the basis of YOLOv3, the dimension clustering of target frames is carried out by co...